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ResearchFormerly WizWand

Deepfake Detection on CDF v2 (test)

0.911Video-level AUCLSDA
0.7244240.7728620.82130.869738Nov 19, 2023Apr 11, 2024Sep 3, 2024Jan 26, 2025Jun 19, 2025Nov 11, 2025Apr 5, 2026
Updated 6mo ago

Evaluation results

MethodLinks
LSDATraining Dataset=FF++_c232023.110.911
LAA-Former-BTraining set (Real)=✓, Training set (Fake)=×2026.040.9093
SBIPublication=CVPR'22, Training Dataset=FF++_c23, Note=Reproduced with official code2023.110.906
PCL+I2GPublication=ICCV'21, Training Dataset=FF++_c232023.110.9
AltFreezingPublication=CVPR'23, Training Dataset=FF++_c232023.110.895
LAA-Swin-BTraining set (Real)=✓, Training set (Fake)=×2026.040.8939
LAA-Swin-STraining set (Real)=✓, Training set (Fake)=×2026.040.883
LAA-Former-STraining set (Real)=✓, Training set (Fake)=×2026.040.8823
FTCNPublication=ICCV'21, Training Dataset=FF++_c232023.110.869
LAA-NetVenue=CVPR’24, Training set (Real)=✓, Training set (Fake)=×2026.040.8628
RealForensicsPublication=CVPR'22, Training Dataset=FF++_c232023.110.857
ICTPublication=CVPR'22, Training Dataset=FF++_c232023.110.857
DiffusionFakeVenue=NeurIPS’24, Training set (Real)=✓, Training set (Fake)=✓, Backbone=EFN-B42026.040.8317
LSDAVenue=CVPR’24, Training set (Real)=✓, Training set (Fake)=✓2026.040.83
LipForensicsPublication=CVPR'21, Training Dataset=FF++_c232023.110.824
DiffusionFakeVenue=NeurIPS’24, Training set (Real)=✓, Training set (Fake)=✓, Backbone=ViT-B2026.040.8046
HCILPublication=ECCV'22, Training Dataset=FF++_c232023.110.79
SBIVenue=CVPR’22, Training set (Real)=✓, Training set (Fake)=×2026.040.7859
CADDMVenue=CVPR’23, Training set (Real)=✓, Training set (Fake)=✓2026.040.7316